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Descent modulus and applications
Indexado
WoS WOS:001301193800001
Scopus SCOPUS_ID:85201723715
DOI 10.1016/J.JFA.2024.110626
Año 2024
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The norm of the gradient Vf f (x) x ) measures the maximum descent of a real-valued smooth function f at x . For (non- smooth) convex functions, this is expressed by the distance dist(0, , partial derivative f (x)) x )) of the subdifferential to the origin, while for general real-valued functions defined on metric spaces by the notion of metric slope |Vf f |(x). x ). In this work we propose an axiomatic definition of descent modulus T [ f ]( x ) of a real-valued function f at every point x , defined on a general (not necessarily metric) space. The definition encompasses all above instances as well as average descents for functions defined on probability spaces. We show that a large class of functions are completely determined by their descent modulus and corresponding critical values. This result is already surprising in the smooth case: a one-dimensional information (norm of the gradient) turns out to be almost as powerful as the knowledge of the full gradient mapping. In the nonsmooth case, the key element for this determination result is the break of symmetry induced by a downhill orientation, in the spirit of the definition of the metric slope. The particular case of functions defined on finite spaces is studied in the last section. In this case, we obtain an explicit classification of descent operators that are, in some sense, typical. (c) 2024 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http:// creativecommons .org /licenses /by /4 .0/).

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Disciplinas de Investigación



WOS
Mathematics
Scopus
Sin Disciplinas
SciELO
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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Daniilidis, Aris Hombre TU Wien - Austria
Technische Universität Wien - Austria
2 Miclo, Laurent - Univ Toulouse 1 Capitole - Francia
Toulouse school of Economics - Recherche - (TSE-R) - Francia
3 Salas, David Hombre Universidad de O`Higgins - Chile
Universidad de O’Higgins - Chile

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Financiamiento



Fuente
Fondo Nacional de Desarrollo Científico y Tecnológico
Agence Nationale de la Recherche
Austrian Science Fund (FWF)
Austrian Science Fund
ANID-Chile
FONDECYT (ANID-Chile)
Toulouse School of Economics

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Agradecimientos



Agradecimiento
A major part of this work has been realized during a research stay of the first and the third author to Toulouse School of Economics, France (May 2022). These two authors wish to thank J. Bolte and the host institute for hospitality. This research was funded in whole or in part by the Austrian Science Fund (FWF) [DOI 10.55776/P36344N]. For open access purposes, the first author has applied a CC BY public copyright license to any author accepted manuscript version arising from this submission. The second author acknowledges support from the grants ANR-17-EURE-0010 and AFOSR-22IOE016, and the third author from the grants FB210005 BASAL and FONDECYT 11220586 (ANID-Chile).
Research supported by the grant FWF DOI 10.55776/P36344N (Austria).Research funded by grant AFOSR-22IOE016, and the Agence Nationale de la Recherche under grant ANR-17-EURE-0010 (Investissements d'Avenir program).Research supported by the grants: FB210005 BASAL and FONDECYT 11220586 (ANID-Chile).A major part of this work has been realized during a research stay of the first and the third author to Toulouse School of Economics, France (May 2022). These two authors wish to thank J. Bolte and the host institute for hospitality. This research was funded in whole or in part by the Austrian Science Fund (FWF) [DOI 10.55776/P36344N]. For open access purposes, the first author has applied a CC BY public copyright license to any author accepted manuscript version arising from this submission. The second author acknowledges support from the grants ANR-17-EURE-0010 and AFOSR-22IOE016, and the third author from the grants FB210005 BASAL and FONDECYT 11220586 (ANID-Chile).
A major part of this work has been realized during a research stay of the first and the third author to Toulouse School of Economics, France (May 2022). These two authors wish to thank J. Bolte and the host institute for hospitality. The first author also acknowledges support from the Austrian Science Fund (FWF, DOI 10.55776/P36344-N), the second author from the grants ANR-17-EURE-0010 and AFOSR-22IOE016, and the third author from the grants FB210005 BASAL and FONDECYT 11220586 (ANID-Chile).

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